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The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOps.. CoRR, (2020)Invited Talk Abstract: Introducing ReQuEST: An Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments.. EMC2@ASPLOS, page 3. IEEE, (2018)PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research., , , , , and . ReQuEST@ASPLOS, page 7. ACM, (2018)Workflows Community Summit: Bringing the Scientific Workflows Community Together., , , , , , , , , and 35 other author(s). CoRR, (2021)SysML: The New Frontier of Machine Learning Systems., , , , , , , , , and 56 other author(s). CoRR, (2019)On the Anatomy of Predictive Models for Accelerating GPU Convolution Kernels and Beyond., , , , , , , , , and . ACM Trans. Archit. Code Optim., 18 (1): 16:1-16:24 (2021)A Practical Method for Quickly Evaluating Program Optimizations., , , and . HiPEAC, volume 3793 of Lecture Notes in Computer Science, page 29-46. Springer, (2005)A Community Roadmap for Scientific Workflows Research and Development., , , , , , , , , and 19 other author(s). WORKS, page 81-90. IEEE, (2021)SysML'19 demo: customizable and reusable Collective Knowledge pipelines to automate and reproduce machine learning experiments.. CoRR, (2019)CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking., , and . CoRR, (2020)